Are you Synthesizing or Recalling? Evaluating LLMs on Algorithmic Code Retrieval.

arXiv:2610.02438v1 Announce Type: cross Abstract: Large language models (LLMs) have demonstrated strong performance in code generation, where success depends on both recalling relevant algorithmic knowledge and reasoning about how to apply it. However, existin